Overview

Dataset statistics

Number of variables38
Number of observations124901
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory36.2 MiB
Average record size in memory304.0 B

Variable types

CAT21
NUM17

Reproduction

Analysis started2020-05-28 20:24:19.458705
Analysis finished2020-05-28 20:25:45.964725
Duration1 minute and 26.51 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

CloseDate has a high cardinality: 5066 distinct values High cardinality
ElementarySchoolName has a high cardinality: 184 distinct values High cardinality
HighSchoolName has a high cardinality: 79 distinct values High cardinality
MiddleSchoolName has a high cardinality: 89 distinct values High cardinality
StreetName has a high cardinality: 15169 distinct values High cardinality
StreetNumber has a high cardinality: 10356 distinct values High cardinality
ArchitecturalStyle has a high cardinality: 265 distinct values High cardinality
TaxLegalDescription has a high cardinality: 61883 distinct values High cardinality
CurrentPrice is highly correlated with ClosePrice and 1 other fieldsHigh correlation
ClosePrice is highly correlated with CurrentPrice and 1 other fieldsHigh correlation
ListPrice is highly correlated with ClosePrice and 1 other fieldsHigh correlation
SchoolDistrict is highly correlated with HighSchoolNameHigh correlation
HighSchoolName is highly correlated with SchoolDistrictHigh correlation
OriginalListPrice is highly skewed (γ1 = 233.5745869) Skewed
RATIO_ClosePrice_By_ListPrice is highly skewed (γ1 = 343.994994) Skewed
RATIO_ClosePrice_By_OriginalListPrice is highly skewed (γ1 = 274.6076032) Skewed
MLSNumber has unique values Unique
DOM has 1735 (1.4%) zeros Zeros

Variables

PostalCode
Real number (ℝ≥0)

Distinct count23
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean75055.74253208541
Minimum75002
Maximum75454
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum75002
5-th percentile75023
Q175034
median75070
Q375071
95-th percentile75093
Maximum75454
Range452
Interquartile range (IQR)37

Descriptive statistics

Standard deviation23.87395852
Coefficient of variation (CV)0.0003180830369
Kurtosis-0.6761137626
Mean75055.74253
Median Absolute Deviation (MAD)8
Skewness-0.126588533
Sum9374537298
Variance569.9658955
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
750702525620.2%
 
750351544212.4%
 
75025122029.8%
 
75023113889.1%
 
75071109878.8%
 
75093104458.4%
 
7507478096.3%
 
7507576356.1%
 
7506961414.9%
 
7502460114.8%
 
Other values (13)115859.3%
 
ValueCountFrequency (%) 
750029< 0.1%
 
750091< 0.1%
 
750131< 0.1%
 
75023113889.1%
 
7502460114.8%
 
ValueCountFrequency (%) 
754541< 0.1%
 
752872< 0.1%
 
752522< 0.1%
 
751891< 0.1%
 
750981< 0.1%
 

BathsTotal
Real number (ℝ≥0)

Distinct count24
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.510250240330373
Minimum0.2
Maximum4.4
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum0.2
5-th percentile2
Q12
median2.1
Q33
95-th percentile4
Maximum4.4
Range4.2
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7129890002
Coefficient of variation (CV)0.2840310455
Kurtosis-0.1043581842
Mean2.51025024
Median Absolute Deviation (MAD)0.1
Skewness0.7878371359
Sum313532.7653
Variance0.5083533144
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24540736.4%
 
2.12692021.6%
 
3.11697113.6%
 
31659613.3%
 
474916.0%
 
4.148903.9%
 
2.55456285121841.7%
 
115791.3%
 
1.113391.1%
 
3.26410.5%
 
Other values (14)8830.7%
 
ValueCountFrequency (%) 
0.24< 0.1%
 
115791.3%
 
1.113391.1%
 
1.26< 0.1%
 
1.31< 0.1%
 
ValueCountFrequency (%) 
4.42< 0.1%
 
4.333< 0.1%
 
4.25290.4%
 
4.148903.9%
 
474916.0%
 

BedsTotal
Real number (ℝ≥0)

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.68886882298976
Minimum2.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum2
5-th percentile3
Q13
median4
Q34
95-th percentile5
Maximum6
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7609016629
Coefficient of variation (CV)0.2062696451
Kurtosis-0.1306872923
Mean3.688868823
Median Absolute Deviation (MAD)1
Skewness0.1431286191
Sum460743.4049
Variance0.5789713406
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
45740646.0%
 
34591636.8%
 
51540212.3%
 
249344.0%
 
68270.7%
 
3.6812616834160.3%
 
ValueCountFrequency (%) 
249344.0%
 
34591636.8%
 
3.6812616834160.3%
 
45740646.0%
 
51540212.3%
 
ValueCountFrequency (%) 
68270.7%
 
51540212.3%
 
45740646.0%
 
3.6812616834160.3%
 
34591636.8%
 

City
Categorical

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Plano
55898
McKinney
41554
Frisco
21937
Prosper
 
3164
Fairview
 
2348
ValueCountFrequency (%) 
Plano5589844.8%
 
McKinney4155433.3%
 
Frisco2193717.6%
 
Prosper31642.5%
 
Fairview23481.9%
 

Length

Max length8
Median length6
Mean length6.28078238
Min length5

CloseDate
Categorical

HIGH CARDINALITY

Distinct count5066
Unique (%)4.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
6/30/2005
 
144
6/28/2013
 
117
6/30/2006
 
116
6/30/2016
 
113
6/30/2014
 
108
Other values (5061)
124303
ValueCountFrequency (%) 
6/30/20051440.1%
 
6/28/20131170.1%
 
6/30/20061160.1%
 
6/30/20161130.1%
 
6/30/20141080.1%
 
4/28/20061020.1%
 
7/31/20131010.1%
 
6/30/20171010.1%
 
5/29/20151000.1%
 
6/28/20191000.1%
 
Other values (5056)12379999.1%
 

Length

Max length10
Median length9
Mean length8.990760682
Min length8

ClosePrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9351
Unique (%)7.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean268550.9033782022
Minimum70.0
Maximum859000.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum70
5-th percentile119850
Q1172900
median243000
Q3326500
95-th percentile529000
Maximum859000
Range858930
Interquartile range (IQR)153600

Descriptive statistics

Standard deviation131048.909
Coefficient of variation (CV)0.4879853591
Kurtosis2.568828129
Mean268550.9034
Median Absolute Deviation (MAD)75000
Skewness1.400626797
Sum3.354227638e+10
Variance1.717381656e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
282114.540720771.7%
 
25000010160.8%
 
2250008920.7%
 
2750008790.7%
 
3000008330.7%
 
2600007960.6%
 
2650007920.6%
 
2150007800.6%
 
1650007790.6%
 
2100007740.6%
 
Other values (9341)11528392.3%
 
ValueCountFrequency (%) 
701< 0.1%
 
811< 0.1%
 
1101< 0.1%
 
1651< 0.1%
 
2201< 0.1%
 
ValueCountFrequency (%) 
8590002< 0.1%
 
8575002< 0.1%
 
8570002< 0.1%
 
8560001< 0.1%
 
85500014< 0.1%
 

CurrentPrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count9350
Unique (%)7.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean268548.0310533904
Minimum70.0
Maximum859000.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum70
5-th percentile119850
Q1172900
median243000
Q3326500
95-th percentile529000
Maximum859000
Range858930
Interquartile range (IQR)153600

Descriptive statistics

Standard deviation131044.4942
Coefficient of variation (CV)0.4879741389
Kurtosis2.569131117
Mean268548.0311
Median Absolute Deviation (MAD)75000
Skewness1.400637838
Sum3.354191763e+10
Variance1.717265946e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
282118.57320781.7%
 
25000010160.8%
 
2250008920.7%
 
2750008790.7%
 
3000008330.7%
 
2600007960.6%
 
2650007920.6%
 
2150007800.6%
 
1650007790.6%
 
2100007740.6%
 
Other values (9340)11528292.3%
 
ValueCountFrequency (%) 
701< 0.1%
 
811< 0.1%
 
1101< 0.1%
 
1651< 0.1%
 
2201< 0.1%
 
ValueCountFrequency (%) 
8590002< 0.1%
 
8575002< 0.1%
 
8570002< 0.1%
 
8560001< 0.1%
 
85500014< 0.1%
 

DOM
Real number (ℝ≥0)

ZEROS

Distinct count232
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.54439866799721
Minimum0.0
Maximum230.0
Zeros1735
Zeros (%)1.4%
Memory size975.8 KiB

Quantile statistics

Minimum0
5-th percentile2
Q19
median28
Q362
95-th percentile143
Maximum230
Range230
Interquartile range (IQR)53

Descriptive statistics

Standard deviation45.57170696
Coefficient of variation (CV)1.046557269
Kurtosis2.060999885
Mean43.54439867
Median Absolute Deviation (MAD)22
Skewness1.53197236
Sum5438738.938
Variance2076.780475
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
350294.0%
 
448353.9%
 
541163.3%
 
237013.0%
 
632702.6%
 
730342.4%
 
1025482.0%
 
825422.0%
 
1122711.8%
 
922151.8%
 
Other values (222)9134073.1%
 
ValueCountFrequency (%) 
017351.4%
 
117621.4%
 
237013.0%
 
350294.0%
 
448353.9%
 
ValueCountFrequency (%) 
23032< 0.1%
 
22930< 0.1%
 
22824< 0.1%
 
22733< 0.1%
 
22633< 0.1%
 

ElementarySchoolName
Categorical

HIGH CARDINALITY

Distinct count184
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Christie
 
4831
Thomas
 
2611
Glenoaks
 
2517
Johnson
 
2499
Curtsinger
 
2325
Other values (179)
110118
ValueCountFrequency (%) 
Christie48313.9%
 
Thomas26112.1%
 
Glenoaks25172.0%
 
Johnson24992.0%
 
Curtsinger23251.9%
 
Gunstream22961.8%
 
Bennett22591.8%
 
Shawnee21911.8%
 
Spears21481.7%
 
Wolford21141.7%
 
Other values (174)9911079.4%
 

Length

Max length27
Median length7
Mean length7.630179102
Min length3

HighSchoolName
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct count79
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Mckinney
 
12871
Jasper
 
11972
Clark
 
11412
Centennial
 
10782
Vines
 
10292
Other values (74)
67572
ValueCountFrequency (%) 
Mckinney1287110.3%
 
Jasper119729.6%
 
Clark114129.1%
 
Centennial107828.6%
 
Vines102928.2%
 
Mckinney Boyd99938.0%
 
Shepton78716.3%
 
Frisco78146.3%
 
Mckinneyno76546.1%
 
Williams66875.4%
 
Other values (69)2755322.1%
 

Length

Max length20
Median length7
Mean length7.723028639
Min length4

AssociationType
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Mandatory
79901
None
37851
Voluntary
 
7149
ValueCountFrequency (%) 
Mandatory7990164.0%
 
None3785130.3%
 
Voluntary71495.7%
 

Length

Max length9
Median length9
Mean length7.48475993
Min length4

ListPrice
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count5644
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean273815.84933375457
Minimum1.0
Maximum899500.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum1
5-th percentile121000
Q1175000
median247900
Q3330000
95-th percentile545000
Maximum899500
Range899499
Interquartile range (IQR)155000

Descriptive statistics

Standard deviation135688.1152
Coefficient of variation (CV)0.4955451466
Kurtosis2.878298193
Mean273815.8493
Median Absolute Deviation (MAD)77100
Skewness1.476965819
Sum3.41998734e+10
Variance1.84112646e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
288127.665519921.6%
 
16990014961.2%
 
15990013341.1%
 
17990013291.1%
 
24990013231.1%
 
19990013061.0%
 
18990012471.0%
 
14990011991.0%
 
29990011780.9%
 
22500010830.9%
 
Other values (5634)11141489.2%
 
ValueCountFrequency (%) 
11< 0.1%
 
19951< 0.1%
 
99001< 0.1%
 
132002< 0.1%
 
135001< 0.1%
 
ValueCountFrequency (%) 
8995002< 0.1%
 
899000660.1%
 
8988001< 0.1%
 
8975001< 0.1%
 
8970002< 0.1%
 

LotSize
Categorical

Distinct count11
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Less Than .5 Acre (not Zero)
110429
.5 Acre to .99 Acre
 
5849
Condo/Townhome Lot
 
3103
Zero Lot
 
2549
1 Acre to 2.99 Acres
 
2380
Other values (6)
 
591
ValueCountFrequency (%) 
Less Than .5 Acre (not Zero)11042988.4%
 
.5 Acre to .99 Acre58494.7%
 
Condo/Townhome Lot31032.5%
 
Zero Lot25492.0%
 
1 Acre to 2.99 Acres23801.9%
 
3 Acres to 4.99 Acres2900.2%
 
5 Acres to 9.99 Acres1530.1%
 
10 Acres to 49.99 Acres1240.1%
 
Unknown14< 0.1%
 
Over 100 Acres8< 0.1%
 

Length

Max length28
Median length28
Mean length26.73634318
Min length7

MiddleSchoolName
Categorical

HIGH CARDINALITY

Distinct count89
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Dowell
 
8046
Evans
 
6786
Carpenter
 
6673
Faubion
 
6638
Renner
 
6142
Other values (84)
90616
ValueCountFrequency (%) 
Dowell80466.4%
 
Evans67865.4%
 
Carpenter66735.3%
 
Faubion66385.3%
 
Renner61424.9%
 
Wester60694.9%
 
Clark60694.9%
 
Haggard58364.7%
 
Roach53354.3%
 
Robinson48733.9%
 
Other values (79)6243450.0%
 

Length

Max length21
Median length6
Mean length7.043170191
Min length4

MLSNumber
Real number (ℝ≥0)

UNIQUE

Distinct count124901
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11936533.12498699
Minimum9308485.0
Maximum14320678.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum9308485
5-th percentile9697330
Q110754482
median11773828
Q313348207
95-th percentile14062662
Maximum14320678
Range5012193
Interquartile range (IQR)2593725

Descriptive statistics

Standard deviation1397366.707
Coefficient of variation (CV)0.1170663787
Kurtosis-1.270873598
Mean11936533.12
Median Absolute Deviation (MAD)1314749
Skewness0.09651408923
Sum1.490884924e+12
Variance1.952633715e+12
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
132249381< 0.1%
 
110844271< 0.1%
 
134860421< 0.1%
 
139792171< 0.1%
 
139792421< 0.1%
 
139792481< 0.1%
 
139793111< 0.1%
 
121472351< 0.1%
 
139793471< 0.1%
 
119999711< 0.1%
 
Other values (124891)124891> 99.9%
 
ValueCountFrequency (%) 
93084851< 0.1%
 
93254341< 0.1%
 
93268791< 0.1%
 
93776601< 0.1%
 
93885821< 0.1%
 
ValueCountFrequency (%) 
143206781< 0.1%
 
143202201< 0.1%
 
143137271< 0.1%
 
143111131< 0.1%
 
143110281< 0.1%
 

NumberOfDiningAreas
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7633781401549942
Minimum1.0
Maximum3.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile2
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4297226499
Coefficient of variation (CV)0.243692853
Kurtosis-0.3894718572
Mean1.76337814
Median Absolute Deviation (MAD)0
Skewness-1.147103566
Sum220247.6931
Variance0.1846615559
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
29419975.4%
 
12970123.8%
 
1.7553992456840.5%
 
33150.3%
 
1.52< 0.1%
 
ValueCountFrequency (%) 
12970123.8%
 
1.52< 0.1%
 
1.7553992456840.5%
 
29419975.4%
 
33150.3%
 
ValueCountFrequency (%) 
33150.3%
 
29419975.4%
 
1.7553992456840.5%
 
1.52< 0.1%
 
12970123.8%
 

NumberOfLivingAreas
Real number (ℝ≥0)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.035124647015952
Minimum0.0
Maximum4.0
Zeros66
Zeros (%)0.1%
Memory size975.8 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q33
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation0.8487673704
Coefficient of variation (CV)0.4170591574
Kurtosis-0.5604027001
Mean2.035124647
Median Absolute Deviation (MAD)1
Skewness0.3994567878
Sum254189.1035
Variance0.7204060491
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
25178641.5%
 
13669929.4%
 
32910823.3%
 
460144.8%
 
2.06732154612271.0%
 
0660.1%
 
1.51< 0.1%
 
ValueCountFrequency (%) 
0660.1%
 
13669929.4%
 
1.51< 0.1%
 
25178641.5%
 
2.06732154612271.0%
 
ValueCountFrequency (%) 
460144.8%
 
32910823.3%
 
2.06732154612271.0%
 
25178641.5%
 
1.51< 0.1%
 

NumberOfStories
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.531564249678176
Minimum0.0
Maximum3.0
Zeros239
Zeros (%)0.2%
Memory size975.8 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q32
95-th percentile2
Maximum3
Range3
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.5109808901
Coefficient of variation (CV)0.3336333361
Kurtosis-1.642894755
Mean1.53156425
Median Absolute Deviation (MAD)0
Skewness-0.07618432696
Sum191293.9063
Variance0.26110147
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
26558952.5%
 
15854246.9%
 
35180.4%
 
02390.2%
 
1.5312576213< 0.1%
 
ValueCountFrequency (%) 
02390.2%
 
15854246.9%
 
1.5312576213< 0.1%
 
26558952.5%
 
35180.4%
 
ValueCountFrequency (%) 
35180.4%
 
26558952.5%
 
1.5312576213< 0.1%
 
15854246.9%
 
02390.2%
 

Occupancy
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Owner
69495
Vacant
29704
Unknown
22951
Tenant
 
2751
ValueCountFrequency (%) 
Owner6949555.6%
 
Vacant2970423.8%
 
Unknown2295118.4%
 
Tenant27512.2%
 

Length

Max length7
Median length5
Mean length5.627352863
Min length5

OriginalListPrice
Real number (ℝ≥0)

SKEWED

Distinct count6108
Unique (%)4.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean305565.4759857056
Minimum0.0
Maximum430000000.0
Zeros17
Zeros (%)< 0.1%
Memory size975.8 KiB

Quantile statistics

Minimum0
5-th percentile124900
Q1179000
median249900
Q3349500
95-th percentile619000
Maximum430000000
Range430000000
Interquartile range (IQR)170500

Descriptive statistics

Standard deviation1548547.194
Coefficient of variation (CV)5.067808099
Kurtosis59039.0168
Mean305565.476
Median Absolute Deviation (MAD)80000
Skewness233.5745869
Sum3.816543352e+10
Variance2.397998412e+12
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16990013721.1%
 
17990012981.0%
 
24990012501.0%
 
18990012131.0%
 
15990012061.0%
 
19990011921.0%
 
29990011200.9%
 
22500010840.9%
 
14990010680.9%
 
27500010430.8%
 
Other values (6098)11305590.5%
 
ValueCountFrequency (%) 
017< 0.1%
 
110< 0.1%
 
3201< 0.1%
 
10003< 0.1%
 
19901< 0.1%
 
ValueCountFrequency (%) 
4300000001< 0.1%
 
2999009001< 0.1%
 
1265000001< 0.1%
 
349900001< 0.1%
 
279900001< 0.1%
 
Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
2
95256
3
22237
2.121949417
 
5152
1
 
2256
ValueCountFrequency (%) 
29525676.3%
 
32223717.8%
 
2.12194941751524.1%
 
122561.8%
 

Length

Max length17
Median length3
Mean length3.577481365
Min length3

PoolYN
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
False
94368
True
30532
Unknown
 
1
ValueCountFrequency (%) 
False9436875.6%
 
True3053224.4%
 
Unknown1< 0.1%
 

Length

Max length7
Median length5
Mean length4.755566409
Min length4

PropertySubType
Categorical

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
RES-Single Family
118518
RES-Townhouse
 
3929
RES-Condo
 
1556
RES-Half Duplex
 
839
RES-Farm/Ranch
 
59
ValueCountFrequency (%) 
RES-Single Family11851894.9%
 
RES-Townhouse39293.1%
 
RES-Condo15561.2%
 
RES-Half Duplex8390.7%
 
RES-Farm/Ranch59< 0.1%
 

Length

Max length17
Median length17
Mean length16.75965765
Min length9

RATIO_ClosePrice_By_ListPrice
Real number (ℝ≥0)

SKEWED

Distinct count15559
Unique (%)12.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9845506846086078
Minimum0.0005200000000000001
Maximum150.37594
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum0.00052
5-th percentile0.92614
Q10.96703
median0.98525
Q31
95-th percentile1.03537
Maximum150.37594
Range150.37542
Interquartile range (IQR)0.03297

Descriptive statistics

Standard deviation0.4266068821
Coefficient of variation (CV)0.4333010872
Kurtosis120406.6469
Mean0.9845506846
Median Absolute Deviation (MAD)0.01488
Skewness343.994994
Sum122971.3651
Variance0.1819934318
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11769714.2%
 
0.980392880.2%
 
0.962770.2%
 
0.971432660.2%
 
0.977782560.2%
 
0.975612550.2%
 
0.952382510.2%
 
0.966672410.2%
 
0.967742400.2%
 
0.982350.2%
 
Other values (15549)10489584.0%
 
ValueCountFrequency (%) 
0.000521< 0.1%
 
0.000541< 0.1%
 
0.000951< 0.1%
 
0.000961< 0.1%
 
0.000971< 0.1%
 
ValueCountFrequency (%) 
150.375941< 0.1%
 
101< 0.1%
 
9.478671< 0.1%
 
7.547171< 0.1%
 
3.6251< 0.1%
 

RATIO_ClosePrice_By_OriginalListPrice
Real number (ℝ≥0)

SKEWED

Distinct count20712
Unique (%)16.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9858385581565469
Minimum0.0005099999999999999
Maximum937.5
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum0.00051
5-th percentile0.86758
Q10.94313
median0.9742
Q31
95-th percentile1.03488
Maximum937.5
Range937.49949
Interquartile range (IQR)0.05687

Descriptive statistics

Standard deviation2.92825655
Coefficient of variation (CV)2.970320572
Kurtosis84772.30101
Mean0.9858385582
Median Absolute Deviation (MAD)0.0258
Skewness274.6076032
Sum123132.2218
Variance8.57468642
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11253410.0%
 
0.952382820.2%
 
0.962590.2%
 
0.971432270.2%
 
0.952150.2%
 
0.966672150.2%
 
0.933332140.2%
 
0.967742070.2%
 
0.909091990.2%
 
0.977781960.2%
 
Other values (20702)11035388.4%
 
ValueCountFrequency (%) 
0.000511< 0.1%
 
0.000521< 0.1%
 
0.000921< 0.1%
 
0.000931< 0.1%
 
0.000941< 0.1%
 
ValueCountFrequency (%) 
937.51< 0.1%
 
2821< 0.1%
 
2081< 0.1%
 
150.375941< 0.1%
 
139.91< 0.1%
 

RATIO_CurrentPrice_By_SQFT
Real number (ℝ≥0)

Distinct count15302
Unique (%)12.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.78354035649097
Minimum0.03
Maximum234.26
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum0.03
5-th percentile64.59
Q180.99
median97.8
Q3125.1
95-th percentile163.4
Maximum234.26
Range234.23
Interquartile range (IQR)44.11

Descriptive statistics

Standard deviation31.72710263
Coefficient of variation (CV)0.3027870839
Kurtosis0.5314561805
Mean104.7835404
Median Absolute Deviation (MAD)20.18
Skewness0.8125246102
Sum13087568.97
Variance1006.609041
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
104.60338524960.4%
 
100780.1%
 
83.33760.1%
 
12559< 0.1%
 
90.9153< 0.1%
 
111.1144< 0.1%
 
83.2942< 0.1%
 
85.7140< 0.1%
 
76.9239< 0.1%
 
89.2939< 0.1%
 
Other values (15292)12393599.2%
 
ValueCountFrequency (%) 
0.031< 0.1%
 
0.041< 0.1%
 
0.071< 0.1%
 
0.082< 0.1%
 
0.11< 0.1%
 
ValueCountFrequency (%) 
234.261< 0.1%
 
234.241< 0.1%
 
234.231< 0.1%
 
234.11< 0.1%
 
234.061< 0.1%
 

SchoolDistrict
Categorical

HIGH CORRELATION

Distinct count14
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Plano ISD
46066
Frisco ISD
32540
McKinney ISD
29177
Unknown
 
7900
Prosper ISD
 
6302
Other values (9)
 
2916
ValueCountFrequency (%) 
Plano ISD4606636.9%
 
Frisco ISD3254026.1%
 
McKinney ISD2917723.4%
 
Unknown79006.3%
 
Prosper ISD63025.0%
 
Lovejoy ISD16941.4%
 
Allen ISD7240.6%
 
Lewisville ISD2830.2%
 
Melissa ISD1350.1%
 
Princeton ISD43< 0.1%
 
Other values (4)37< 0.1%
 

Length

Max length14
Median length10
Mean length9.978150695
Min length7

SellerType
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Individual(s)
115753
Lender/REO
 
8245
Unknown
 
903
ValueCountFrequency (%) 
Individual(s)11575392.7%
 
Lender/REO82456.6%
 
Unknown9030.7%
 

Length

Max length13
Median length13
Mean length12.7585848
Min length7
Distinct count21
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Unknown
78626
Plano Senior
18030
Planoeast
 
8716
Planowest
 
8416
Plano West
 
5172
Other values (16)
 
5941
ValueCountFrequency (%) 
Unknown7862663.0%
 
Plano Senior1803014.4%
 
Planoeast87167.0%
 
Planowest84166.7%
 
Plano West51724.1%
 
Plano East40663.3%
 
Plano Sr17101.4%
 
Centennial670.1%
 
Frisco57< 0.1%
 
Plano12< 0.1%
 
Other values (11)29< 0.1%
 

Length

Max length12
Median length7
Mean length8.2325762
Min length5

SqFtTotal
Real number (ℝ≥0)

Distinct count4733
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2579.2103035758078
Minimum0.0
Maximum5681.0
Zeros34
Zeros (%)< 0.1%
Memory size975.8 KiB

Quantile statistics

Minimum0
5-th percentile1389
Q11896
median2416
Q33145
95-th percentile4270
Maximum5681
Range5681
Interquartile range (IQR)1249

Descriptive statistics

Standard deviation904.9831185
Coefficient of variation (CV)0.3508760481
Kurtosis0.1210512741
Mean2579.210304
Median Absolute Deviation (MAD)599
Skewness0.6963692416
Sum322145946.1
Variance818994.4447
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2623.45779213831.1%
 
19302300.2%
 
20982020.2%
 
17851950.2%
 
16591910.2%
 
15351870.1%
 
18681830.1%
 
18601820.1%
 
22971810.1%
 
18481790.1%
 
Other values (4723)12178897.5%
 
ValueCountFrequency (%) 
034< 0.1%
 
491< 0.1%
 
2191< 0.1%
 
5201< 0.1%
 
5251< 0.1%
 
ValueCountFrequency (%) 
56813< 0.1%
 
56801< 0.1%
 
56781< 0.1%
 
56771< 0.1%
 
56761< 0.1%
 

StreetDirPrefix
Categorical

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Unknown
121767
N
 
955
W
 
898
S
 
768
E
 
501
Other values (3)
 
12
ValueCountFrequency (%) 
Unknown12176797.5%
 
N9550.8%
 
W8980.7%
 
S7680.6%
 
E5010.4%
 
NW5< 0.1%
 
NE4< 0.1%
 
SW3< 0.1%
 

Length

Max length7
Median length7
Mean length6.84954484
Min length1

StreetDirSuffix
Categorical

Distinct count9
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Unknown
124433
N
 
153
S
 
137
W
 
101
E
 
71
Other values (4)
 
6
ValueCountFrequency (%) 
Unknown12443399.6%
 
N1530.1%
 
S1370.1%
 
W1010.1%
 
E710.1%
 
NW3< 0.1%
 
NE1< 0.1%
 
SW1< 0.1%
 
SE1< 0.1%
 

Length

Max length7
Median length7
Mean length6.977566232
Min length1

StreetName
Categorical

HIGH CARDINALITY

Distinct count15169
Unique (%)12.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Park
 
258
Virginia Hills
 
252
Preston
 
227
Cross Bend
 
201
Hickory
 
170
Other values (15164)
123793
ValueCountFrequency (%) 
Park2580.2%
 
Virginia Hills2520.2%
 
Preston2270.2%
 
Cross Bend2010.2%
 
Hickory1700.1%
 
Spring Creek1600.1%
 
14th1350.1%
 
Teakwood1300.1%
 
Scenic Ranch1230.1%
 
Mason1150.1%
 
Other values (15159)12313098.6%
 

Length

Max length20
Median length9
Mean length8.922106308
Min length1

StreetNumber
Categorical

HIGH CARDINALITY

Distinct count10356
Unique (%)8.3%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
2601
 
306
575
 
272
3101
 
266
3801
 
261
2204
 
247
Other values (10351)
123549
ValueCountFrequency (%) 
26013060.2%
 
5752720.2%
 
31012660.2%
 
38012610.2%
 
22042470.2%
 
24002300.2%
 
84002270.2%
 
25242120.2%
 
22002040.2%
 
25001960.2%
 
Other values (10346)12248098.1%
 

Length

Max length9
Median length4
Mean length3.991689418
Min length1

StreetSuffix
Categorical

Distinct count45
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Drive
59710
Lane
18664
Unknown
13009
Court
 
7891
Trail
 
5234
Other values (40)
20393
ValueCountFrequency (%) 
Drive5971047.8%
 
Lane1866414.9%
 
Unknown1300910.4%
 
Court78916.3%
 
Trail52344.2%
 
Street43753.5%
 
Road43423.5%
 
Circle30482.4%
 
Way30382.4%
 
Place17911.4%
 
Other values (35)37993.0%
 

Length

Max length9
Median length5
Mean length5.081128254
Min length3

ArchitecturalStyle
Categorical

HIGH CARDINALITY

Distinct count265
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Traditional
104382
Unknown
 
10223
Ranch
 
2165
Contemporary/Modern
 
1654
Ranch, Traditional
 
1174
Other values (260)
 
5303
ValueCountFrequency (%) 
Traditional10438283.6%
 
Unknown102238.2%
 
Ranch21651.7%
 
Contemporary/Modern16541.3%
 
Ranch, Traditional11740.9%
 
Mediterranean6880.6%
 
Other4850.4%
 
Contemporary/Modern, Traditional4210.3%
 
Craftsman2800.2%
 
French2680.2%
 
Other values (255)31612.5%
 

Length

Max length98
Median length11
Mean length10.98305058
Min length4

TaxLegalDescription
Categorical

HIGH CARDINALITY

Distinct count61883
Unique (%)49.5%
Missing0
Missing (%)0.0%
Memory size975.8 KiB
Unknown
24013
SPRING CREEK PARKWAY ESTATES W
 
205
WELLINGTON AT PRESTON MEADOWS
 
122
Spring Creek Parkway Estates W
 
121
LAKES OF PRESTON VINEYARDS VIL
 
108
Other values (61878)
100332
ValueCountFrequency (%) 
Unknown2401319.2%
 
SPRING CREEK PARKWAY ESTATES W2050.2%
 
WELLINGTON AT PRESTON MEADOWS1220.1%
 
Spring Creek Parkway Estates W1210.1%
 
LAKES OF PRESTON VINEYARDS VIL1080.1%
 
VILLAGES OF WHITE ROCK CREEK #980.1%
 
VALOR POINTE - THE RESERVE AT WESTRIDGE PHASE880.1%
 
BILTMORE SWIM & RACQUET CLUB #710.1%
 
Wellington At Preston Meadows710.1%
 
PLANTATION RESORT AUGUSTA FARM700.1%
 
Other values (61873)9993480.0%
 

Length

Max length50
Median length30
Mean length28.36939656
Min length1

YearBuilt
Real number (ℝ≥0)

Distinct count141
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1994.3322642830046
Minimum1857.0
Maximum2020.0
Zeros0
Zeros (%)0.0%
Memory size975.8 KiB

Quantile statistics

Minimum1857
5-th percentile1972
Q11988
median1997
Q32003
95-th percentile2010
Maximum2020
Range163
Interquartile range (IQR)15

Descriptive statistics

Standard deviation12.94757367
Coefficient of variation (CV)0.006492184827
Kurtosis8.111833468
Mean1994.332264
Median Absolute Deviation (MAD)7
Skewness-1.863118131
Sum249094094.1
Variance167.6396638
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200558634.7%
 
199857784.6%
 
200156564.5%
 
200056274.5%
 
199955504.4%
 
200455104.4%
 
200654704.4%
 
199751794.1%
 
200349193.9%
 
199648563.9%
 
Other values (131)7049356.4%
 
ValueCountFrequency (%) 
18573< 0.1%
 
18602< 0.1%
 
18762< 0.1%
 
18771< 0.1%
 
18782< 0.1%
 
ValueCountFrequency (%) 
20201< 0.1%
 
201911< 0.1%
 
201855< 0.1%
 
20171900.2%
 
20163660.3%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

PostalCodeBathsTotalBedsTotalCityCloseDateClosePriceCurrentPriceDOMElementarySchoolNameHighSchoolNameAssociationTypeListPriceLotSizeMiddleSchoolNameMLSNumberNumberOfDiningAreasNumberOfLivingAreasNumberOfStoriesOccupancyOriginalListPriceParkingSpacesGaragePoolYNPropertySubTypeRATIO_ClosePrice_By_ListPriceRATIO_ClosePrice_By_OriginalListPriceRATIO_CurrentPrice_By_SQFTSchoolDistrictSellerTypeSeniorHighSchoolNameSqFtTotalStreetDirPrefixStreetDirSuffixStreetNameStreetNumberStreetSuffixArchitecturalStyleTaxLegalDescriptionYearBuilt
0750932.0000002.0Plano11/27/2002153200.000000153200.00000048.979053HightowerVinesMandatory153200.00000Condo/Townhome LotFrankford9308485.01.01.0000001.0Vacant161000.01.000000FalseRES-Condo1.000000.95155124.550000UnknownUnknownPlano West1230.000000UnknownUnknownPRESTON RD.2524UnknownTraditionalUnknown1995.0
1750932.5545635.0Plano10/25/2002282114.540699282118.57304648.979053CentennialSheptonMandatory288127.665481 Acre to 2.99 AcresRenner9325434.02.04.0000002.0Owner2700000.02.121949TrueRES-Single Family0.907691.09259104.603385UnknownIndividual(s)Plano West2623.457792UnknownUnknownPREAKNESS LN5600UnknownTraditionalUnknown1987.0
2750932.0000003.0Plano2/27/2003176000.000000176000.00000048.979053HightowerSheptonMandatory169400.00000Condo/Townhome LotFrankford9326879.01.01.0000002.0Vacant147500.01.000000FalseRES-Condo1.038961.19322125.180000UnknownUnknownPlano West1406.000000UnknownUnknownPRESTON RD.2524UnknownTraditionalUnknown1995.0
3750932.1000003.0Plano11/12/2002390000.000000390000.00000048.979053BrinkerSheptonMandatory400000.00000Less Than .5 Acre (not Zero)Renner9377660.02.02.0000002.0Owner425000.02.000000FalseRES-Single Family0.975000.91765127.990000UnknownIndividual(s)Plano West3047.000000UnknownUnknownSUTTON PL2145UnknownTraditionalUnknown1994.0
4750933.2000005.0Plano1/23/2003282114.540699282118.57304648.979053BarksdaleSheptonMandatory288127.665481 Acre to 2.99 AcresRenner9388582.02.02.0673222.0Owner1900000.02.000000TrueRES-Single Family0.889080.81842209.010000UnknownIndividual(s)Plano West2623.457792UnknownUnknownRED WOLF LN5829UnknownTraditionalUnknown1979.0
5750704.0000004.0McKinney10/30/2002299000.000000299000.00000048.979053ValleycreeMckinneyMandatory325000.00000Less Than .5 Acre (not Zero)Faubion9388720.02.03.0000002.0Vacant360000.03.000000FalseRES-Single Family0.920000.8305676.080000UnknownIndividual(s)Unknown3930.000000UnknownUnknownFOREST HILLS1815UnknownTraditionalUnknown1982.0
6750693.1000004.0Fairview3/26/2003625000.000000625000.00000048.979053LovejoyAllenMandatory655000.000001 Acre to 2.99 AcresCurtis9393211.02.03.0000002.0Tenant699000.03.000000TrueRES-Single Family0.954200.89413118.420000UnknownIndividual(s)Unknown5278.000000UnknownUnknownCOUNTRY TRL991UnknownFrench, TraditionalUnknown1997.0
7750783.1000004.0Prosper12/10/2002279590.000000279590.00000048.979053ProsperProsperMandatory289000.00000Less Than .5 Acre (not Zero)Unknown9396513.02.03.0000002.0Vacant296274.03.000000FalseRES-Single Family0.967440.9436979.380000UnknownIndividual(s)Unknown3522.000000UnknownUnknownWILLOWGATE DRIVE910UnknownTraditionalLOT 7 BLOCK OC2001.0
8750743.0000004.0Plano11/5/2002308000.000000308000.00000048.979053DooleyWilliamsNone339000.000001 Acre to 2.99 AcresArmstrong9396860.01.03.0000001.0Owner359000.02.000000TrueRES-Single Family0.908550.85794101.450000UnknownIndividual(s)Plano East3036.000000UnknownUnknownRIDGETOP LN3840UnknownTraditionalUnknown1972.0
9750703.1000004.0McKinney11/1/2002559000.000000559000.00000048.979053Glen OaksMckinneyMandatory565000.00000Less Than .5 Acre (not Zero)Dowell9397688.02.01.0000001.0Owner645900.03.000000TrueRES-Single Family0.989380.86546159.710000UnknownIndividual(s)Unknown3500.000000UnknownUnknownCOTTON MILL ROAD1912UnknownEnglishUnknown2001.0

Last rows

PostalCodeBathsTotalBedsTotalCityCloseDateClosePriceCurrentPriceDOMElementarySchoolNameHighSchoolNameAssociationTypeListPriceLotSizeMiddleSchoolNameMLSNumberNumberOfDiningAreasNumberOfLivingAreasNumberOfStoriesOccupancyOriginalListPriceParkingSpacesGaragePoolYNPropertySubTypeRATIO_ClosePrice_By_ListPriceRATIO_ClosePrice_By_OriginalListPriceRATIO_CurrentPrice_By_SQFTSchoolDistrictSellerTypeSeniorHighSchoolNameSqFtTotalStreetDirPrefixStreetDirSuffixStreetNameStreetNumberStreetSuffixArchitecturalStyleTaxLegalDescriptionYearBuilt
124891750742.13.0Plano4/23/2020286000.0286000.02.0DooleyMcmillenNone294900.0Less Than .5 Acre (not Zero)Armstrong14308446.02.02.01.0Vacant294900.02.000000FalseRES-Single Family0.969820.96982124.46Plano ISDIndividual(s)Plano East2298.0UnknownUnknownCountry Club4309DriveTraditionalLOS RIOS ADDITION PHASE I (CPL), BLK F, LOT 11978.0
124892750742.04.0Plano4/13/2020170000.0170000.08.0AldridgeClarkNone185000.0Less Than .5 Acre (not Zero)Armstrong14308999.01.01.01.0Unknown185000.02.000000FalseRES-Single Family0.918920.91892118.22Plano ISDIndividual(s)Plano East1438.0UnknownUnknownWilliamsburg1512DriveUnknownARMSTRONG PARK NO 1 (CPL), BLK 2, LOT 101968.0
124893750722.04.0McKinney4/20/2020376000.0376000.03.0ValleycreeMckinneyMandatory385000.0Less Than .5 Acre (not Zero)Faubion14309081.02.02.01.0Owner385000.02.000000TrueRES-Single Family0.976620.97662155.12McKinney ISDIndividual(s)Unknown2424.0UnknownUnknownSunset2817RidgeRanchSUNSET RIDGE #2 (CMC), BLK M, LOT 261989.0
124894750932.14.0Plano4/17/2020415000.0415000.07.0DaffronJasperNone419000.0Less Than .5 Acre (not Zero)Robinson14309257.01.02.01.0Vacant419000.02.000000FalseRES-Single Family0.990450.99045169.39Plano ISDIndividual(s)Plano West2450.0UnknownUnknownMcclary4105DriveTraditionalHOMESTEAD SECTION ONE (CPL), BLK D, LOT 81981.0
124895750702.03.0McKinney4/22/2020257500.0257500.05.0JohnsonMckinneyMandatory255000.0Less Than .5 Acre (not Zero)Evans14310390.02.01.01.0Owner255000.02.000000FalseRES-Single Family1.009801.00980160.54McKinney ISDIndividual(s)Unknown1604.0UnknownUnknownDark Forest6101DriveRanch, TraditionalPINE RIDGE ESTATES PHASE TWO (CMC), BLK J, LO2000.0
124896750742.03.0Plano4/14/2020249900.0249900.03.0FormanMcmillenNone249900.0Less Than .5 Acre (not Zero)Armstrong14311028.01.01.01.0Vacant249900.02.000000FalseRES-Single Family1.000001.00000154.55Plano ISDIndividual(s)Unknown1617.0UnknownUnknownEastlane17PlaceOther, Ranch, TraditionalRIDGEWOOD FIRST SECTION (CPL), BLK 22, LOT 171971.0
124897750742.13.0Plano4/17/2020350000.0350000.02.0MccallWilliamsMandatory350000.0Less Than .5 Acre (not Zero)Bowman14311113.01.02.02.0Owner350000.02.000000FalseRES-Single Family1.000001.00000142.97Plano ISDIndividual(s)Unknown2448.0UnknownUnknownMartello3013LaneContemporary/ModernTIMBER BROOK NORTH PHASE II (CPL), BLK A, LOT2014.0
124898750232.03.0Plano4/14/2020215000.0215000.03.0ChristieClarkNone199999.0Less Than .5 Acre (not Zero)Carpenter14313727.01.01.01.0Unknown199999.02.000000FalseRES-Single Family1.075011.07501104.02Plano ISDIndividual(s)Plano Senior2067.0UnknownUnknownSundown5016DriveTraditionalTOWN WEST FOUR (CPL), BLK 12, LOT 121984.0
124899750702.03.0McKinney4/27/2020284000.0284000.00.0OgleLibertyMandatory295000.0Less Than .5 Acre (not Zero)Scoggins14320220.02.01.01.0Owner295000.02.000000FalseRES-Single Family0.962710.96271148.93Frisco ISDIndividual(s)Unknown1907.0UnknownUnknownLatigo8308TrailTraditionalCRAIG RANCH NORTH PHASE 10 (CMC), BLK C, LOT2007.0
124900750691.02.0McKinney4/15/2020203800.0203800.03.0CaldwellMckinneyNone199000.0Less Than .5 Acre (not Zero)Faubion14320678.01.01.01.0Unknown199000.02.121949FalseRES-Single Family1.024121.02412147.15McKinney ISDIndividual(s)Unknown1385.0WUnknownVirginia1103UnknownUnknownUnknown1950.0